{"id":"W2329178925","doi":"10.1097/sga.0000000000000210","title":"The Gastrointestinal Pain Pointer","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Nursing Research; National Institutes of Health; National Center for Theoretical Sciences","keywords":"Medicine; Irritable bowel syndrome; Abdominal pain; McGill Pain Questionnaire; Physical therapy; Pointer (user interface); Abdomen; Prospective cohort study; Internal medicine; Surgery; Visual analogue scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054259,0.000183164,0.0002252084,0.00006951617,0.0001604664,0.00003524942,0.0001537903,0.00003333548,0.00002203345],"category_scores_gemma":[0.001125764,0.0001316886,0.0001220601,0.00008488332,0.0005885324,0.0000658842,0.00003485041,0.0003679168,0.00006881678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347567,"about_ca_system_score_gemma":0.0000763359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009588773,"about_ca_topic_score_gemma":0.00003528472,"domain_scores_codex":[0.9982363,0.0002904136,0.0002964916,0.0002766768,0.0002252552,0.0006748841],"domain_scores_gemma":[0.9988914,0.0001334607,0.00008477068,0.0003381848,0.0001749234,0.0003772724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004523564,0.0003492132,0.9546968,0.00001333776,0.00001978193,0.0001230445,0.0002471989,0.00002458004,0.0003275858,0.0001885907,0.0314423,0.008043998],"study_design_scores_gemma":[0.01438326,0.02075713,0.8923329,0.001721388,0.0002557646,0.04147577,0.008994265,0.007647169,0.00009504129,0.007286206,0.004761346,0.0002897766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014756,0.0001205514,0.04906472,0.04383134,0.0003862231,0.0003158102,0.000002023778,0.0001673763,0.004636352],"genre_scores_gemma":[0.9882693,0.000001319818,0.00849497,0.0026878,0.0001609561,0.0000114745,0.00001155821,0.0000221935,0.0003404045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08679373,"threshold_uncertainty_score":0.5370106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856884613112812,"score_gpt":0.2828919227708145,"score_spread":0.2543230766396864,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}